RESEARCH & TECHNICAL PAPERS
IGSB research supports the development, interpretation, and application of the G-Series Governance Standards. This section will host formal research papers, technical guidance, evidence summaries, and consultation outputs used to inform standards-setting and assurance frameworks.
The IGSB research programme is currently in development. Initial publications will focus on governance maturity models, AI governance assurance, institutional accountability structures, and evidence requirements supporting independent certification.
All published research will be independently developed, methodologically documented, and aligned with IGSB’s standards governance and conflict-of-interest controls.
• Governance standards evidence methodology
• AI and algorithmic oversight frameworks
• Board accountability and decision controls
• Assurance and certification research notes